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<h1 id="sec_name">
<span data-if="hdevelop" style="display:inline;">derivate_gauss</span><span data-if="c" style="display:none;">derivate_gauss</span><span data-if="cpp" style="display:none;">DerivateGauss</span><span data-if="dotnet" style="display:none;">DerivateGauss</span><span data-if="python" style="display:none;">derivate_gauss</span> (算子名称)</h1>
<h2>名称</h2>
<p><code><span data-if="hdevelop" style="display:inline;">derivate_gauss</span><span data-if="c" style="display:none;">derivate_gauss</span><span data-if="cpp" style="display:none;">DerivateGauss</span><span data-if="dotnet" style="display:none;">DerivateGauss</span><span data-if="python" style="display:none;">derivate_gauss</span></code> — Convolve an image with derivatives of the Gaussian.</p>
<h2 id="sec_synopsis">参数签名</h2>
<div data-if="hdevelop" style="display:inline;">
<p>
<code><b>derivate_gauss</b>(<a href="#Image"><i>Image</i></a> : <a href="#DerivGauss"><i>DerivGauss</i></a> : <a href="#Sigma"><i>Sigma</i></a>, <a href="#Component"><i>Component</i></a> : )</code></p>
</div>
<div data-if="c" style="display:none;">
<p>
<code>Herror <b>derivate_gauss</b>(const Hobject <a href="#Image"><i>Image</i></a>, Hobject* <a href="#DerivGauss"><i>DerivGauss</i></a>, double <a href="#Sigma"><i>Sigma</i></a>, const char* <a href="#Component"><i>Component</i></a>)</code></p>
<p>
<code>Herror <b>T_derivate_gauss</b>(const Hobject <a href="#Image"><i>Image</i></a>, Hobject* <a href="#DerivGauss"><i>DerivGauss</i></a>, const Htuple <a href="#Sigma"><i>Sigma</i></a>, const Htuple <a href="#Component"><i>Component</i></a>)</code></p>
</div>
<div data-if="cpp" style="display:none;">
<p>
<code>void <b>DerivateGauss</b>(const HObject&amp; <a href="#Image"><i>Image</i></a>, HObject* <a href="#DerivGauss"><i>DerivGauss</i></a>, const HTuple&amp; <a href="#Sigma"><i>Sigma</i></a>, const HTuple&amp; <a href="#Component"><i>Component</i></a>)</code></p>
<p>
<code><a href="HImage.html">HImage</a> <a href="HImage.html">HImage</a>::<b>DerivateGauss</b>(const HTuple&amp; <a href="#Sigma"><i>Sigma</i></a>, const HString&amp; <a href="#Component"><i>Component</i></a>) const</code></p>
<p>
<code><a href="HImage.html">HImage</a> <a href="HImage.html">HImage</a>::<b>DerivateGauss</b>(double <a href="#Sigma"><i>Sigma</i></a>, const HString&amp; <a href="#Component"><i>Component</i></a>) const</code></p>
<p>
<code><a href="HImage.html">HImage</a> <a href="HImage.html">HImage</a>::<b>DerivateGauss</b>(double <a href="#Sigma"><i>Sigma</i></a>, const char* <a href="#Component"><i>Component</i></a>) const</code></p>
<p>
<code><a href="HImage.html">HImage</a> <a href="HImage.html">HImage</a>::<b>DerivateGauss</b>(double <a href="#Sigma"><i>Sigma</i></a>, const wchar_t* <a href="#Component"><i>Component</i></a>) const  <span class="signnote">
            (
            Windows only)
          </span></code></p>
</div>
<div data-if="com" style="display:none;"></div>
<div data-if="dotnet" style="display:none;">
<p>
<code>static void <a href="HOperatorSet.html">HOperatorSet</a>.<b>DerivateGauss</b>(<a href="HObject.html">HObject</a> <a href="#Image"><i>image</i></a>, out <a href="HObject.html">HObject</a> <a href="#DerivGauss"><i>derivGauss</i></a>, <a href="HTuple.html">HTuple</a> <a href="#Sigma"><i>sigma</i></a>, <a href="HTuple.html">HTuple</a> <a href="#Component"><i>component</i></a>)</code></p>
<p>
<code><a href="HImage.html">HImage</a> <a href="HImage.html">HImage</a>.<b>DerivateGauss</b>(<a href="HTuple.html">HTuple</a> <a href="#Sigma"><i>sigma</i></a>, string <a href="#Component"><i>component</i></a>)</code></p>
<p>
<code><a href="HImage.html">HImage</a> <a href="HImage.html">HImage</a>.<b>DerivateGauss</b>(double <a href="#Sigma"><i>sigma</i></a>, string <a href="#Component"><i>component</i></a>)</code></p>
</div>
<div data-if="python" style="display:none;">
<p>
<code>def <b>derivate_gauss</b>(<a href="#Image"><i>image</i></a>: HObject, <a href="#Sigma"><i>sigma</i></a>: MaybeSequence[float], <a href="#Component"><i>component</i></a>: str) -&gt; HObject</code></p>
</div>
<h2 id="sec_description">描述</h2>
<p><code><span data-if="hdevelop" style="display:inline">derivate_gauss</span><span data-if="c" style="display:none">derivate_gauss</span><span data-if="cpp" style="display:none">DerivateGauss</span><span data-if="com" style="display:none">DerivateGauss</span><span data-if="dotnet" style="display:none">DerivateGauss</span><span data-if="python" style="display:none">derivate_gauss</span></code> convolves an image with the derivatives of a
Gaussian and calculates various features derived therefrom.
<a href="#Sigma"><i><code><span data-if="hdevelop" style="display:inline">Sigma</span><span data-if="c" style="display:none">Sigma</span><span data-if="cpp" style="display:none">Sigma</span><span data-if="com" style="display:none">Sigma</span><span data-if="dotnet" style="display:none">sigma</span><span data-if="python" style="display:none">sigma</span></code></i></a> is the parameter of the Gaussian (i.e., the amount of
smoothing).  If one value is passed in <a href="#Sigma"><i><code><span data-if="hdevelop" style="display:inline">Sigma</span><span data-if="c" style="display:none">Sigma</span><span data-if="cpp" style="display:none">Sigma</span><span data-if="com" style="display:none">Sigma</span><span data-if="dotnet" style="display:none">sigma</span><span data-if="python" style="display:none">sigma</span></code></i></a> the amount of
smoothing in the column and row direction is identical.  If two
values are passed in <a href="#Sigma"><i><code><span data-if="hdevelop" style="display:inline">Sigma</span><span data-if="c" style="display:none">Sigma</span><span data-if="cpp" style="display:none">Sigma</span><span data-if="com" style="display:none">Sigma</span><span data-if="dotnet" style="display:none">sigma</span><span data-if="python" style="display:none">sigma</span></code></i></a> the first value specifies the
amount of smoothing in the column direction, while the second value
specifies the amount of smoothing in the row direction.  The
possible values for <a href="#Component"><i><code><span data-if="hdevelop" style="display:inline">Component</span><span data-if="c" style="display:none">Component</span><span data-if="cpp" style="display:none">Component</span><span data-if="com" style="display:none">Component</span><span data-if="dotnet" style="display:none">component</span><span data-if="python" style="display:none">component</span></code></i></a> are:
</p>
<dl class="generic">


<dt><b><i><span data-if="hdevelop" style="display:inline">'none'</span><span data-if="c" style="display:none">"none"</span><span data-if="cpp" style="display:none">"none"</span><span data-if="com" style="display:none">"none"</span><span data-if="dotnet" style="display:none">"none"</span><span data-if="python" style="display:none">"none"</span></i>:</b></dt>
<dd>
<p>

Smoothing only.
</p>
</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'x'</span><span data-if="c" style="display:none">"x"</span><span data-if="cpp" style="display:none">"x"</span><span data-if="com" style="display:none">"x"</span><span data-if="dotnet" style="display:none">"x"</span><span data-if="python" style="display:none">"x"</span></i>:</b></dt>
<dd><p>

First derivative along x.
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</p></dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'y'</span><span data-if="c" style="display:none">"y"</span><span data-if="cpp" style="display:none">"y"</span><span data-if="com" style="display:none">"y"</span><span data-if="dotnet" style="display:none">"y"</span><span data-if="python" style="display:none">"y"</span></i>:</b></dt>
<dd>
<p>

First derivative along y.
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</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'gradient'</span><span data-if="c" style="display:none">"gradient"</span><span data-if="cpp" style="display:none">"gradient"</span><span data-if="com" style="display:none">"gradient"</span><span data-if="dotnet" style="display:none">"gradient"</span><span data-if="python" style="display:none">"gradient"</span></i>:</b></dt>
<dd>
<p>

Absolute value of the gradient.
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</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'gradient_dir'</span><span data-if="c" style="display:none">"gradient_dir"</span><span data-if="cpp" style="display:none">"gradient_dir"</span><span data-if="com" style="display:none">"gradient_dir"</span><span data-if="dotnet" style="display:none">"gradient_dir"</span><span data-if="python" style="display:none">"gradient_dir"</span></i>:</b></dt>
<dd>
<p>

Gradient direction in radians.
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</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'xx'</span><span data-if="c" style="display:none">"xx"</span><span data-if="cpp" style="display:none">"xx"</span><span data-if="com" style="display:none">"xx"</span><span data-if="dotnet" style="display:none">"xx"</span><span data-if="python" style="display:none">"xx"</span></i>:</b></dt>
<dd>
<p>

Second derivative along x.
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<dt><b><i><span data-if="hdevelop" style="display:inline">'yy'</span><span data-if="c" style="display:none">"yy"</span><span data-if="cpp" style="display:none">"yy"</span><span data-if="com" style="display:none">"yy"</span><span data-if="dotnet" style="display:none">"yy"</span><span data-if="python" style="display:none">"yy"</span></i>:</b></dt>
<dd>
<p>

Second derivative along y.
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<dt><b><i><span data-if="hdevelop" style="display:inline">'xy'</span><span data-if="c" style="display:none">"xy"</span><span data-if="cpp" style="display:none">"xy"</span><span data-if="com" style="display:none">"xy"</span><span data-if="dotnet" style="display:none">"xy"</span><span data-if="python" style="display:none">"xy"</span></i>:</b></dt>
<dd>
<p>

Second derivative along x and y.
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</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'xxx'</span><span data-if="c" style="display:none">"xxx"</span><span data-if="cpp" style="display:none">"xxx"</span><span data-if="com" style="display:none">"xxx"</span><span data-if="dotnet" style="display:none">"xxx"</span><span data-if="python" style="display:none">"xxx"</span></i>:</b></dt>
<dd>
<p>

Third derivative along x.
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</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'yyy'</span><span data-if="c" style="display:none">"yyy"</span><span data-if="cpp" style="display:none">"yyy"</span><span data-if="com" style="display:none">"yyy"</span><span data-if="dotnet" style="display:none">"yyy"</span><span data-if="python" style="display:none">"yyy"</span></i>:</b></dt>
<dd>
<p>

Third derivative along y.
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</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'xxy'</span><span data-if="c" style="display:none">"xxy"</span><span data-if="cpp" style="display:none">"xxy"</span><span data-if="com" style="display:none">"xxy"</span><span data-if="dotnet" style="display:none">"xxy"</span><span data-if="python" style="display:none">"xxy"</span></i>:</b></dt>
<dd>
<p>

Third derivative along x, x and y.
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</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'xyy'</span><span data-if="c" style="display:none">"xyy"</span><span data-if="cpp" style="display:none">"xyy"</span><span data-if="com" style="display:none">"xyy"</span><span data-if="dotnet" style="display:none">"xyy"</span><span data-if="python" style="display:none">"xyy"</span></i>:</b></dt>
<dd>
<p>

Third derivative along x, y and y.
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</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'det'</span><span data-if="c" style="display:none">"det"</span><span data-if="cpp" style="display:none">"det"</span><span data-if="com" style="display:none">"det"</span><span data-if="dotnet" style="display:none">"det"</span><span data-if="python" style="display:none">"det"</span></i>:</b></dt>
<dd>
<p>

Determinant of the Hessian matrix:
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</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'laplace'</span><span data-if="c" style="display:none">"laplace"</span><span data-if="cpp" style="display:none">"laplace"</span><span data-if="com" style="display:none">"laplace"</span><span data-if="dotnet" style="display:none">"laplace"</span><span data-if="python" style="display:none">"laplace"</span></i>:</b></dt>
<dd>
<p>

Laplace operator (trace of the Hessian matrix):
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</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'mean_curvature'</span><span data-if="c" style="display:none">"mean_curvature"</span><span data-if="cpp" style="display:none">"mean_curvature"</span><span data-if="com" style="display:none">"mean_curvature"</span><span data-if="dotnet" style="display:none">"mean_curvature"</span><span data-if="python" style="display:none">"mean_curvature"</span></i>:</b></dt>
<dd><p>

Mean curvature H
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</p></dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'gauss_curvature'</span><span data-if="c" style="display:none">"gauss_curvature"</span><span data-if="cpp" style="display:none">"gauss_curvature"</span><span data-if="com" style="display:none">"gauss_curvature"</span><span data-if="dotnet" style="display:none">"gauss_curvature"</span><span data-if="python" style="display:none">"gauss_curvature"</span></i>:</b></dt>
<dd><p>

Gaussian curvature K
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</p></dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'area'</span><span data-if="c" style="display:none">"area"</span><span data-if="cpp" style="display:none">"area"</span><span data-if="com" style="display:none">"area"</span><span data-if="dotnet" style="display:none">"area"</span><span data-if="python" style="display:none">"area"</span></i>:</b></dt>
<dd><p>

Differential Area A
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</p></dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'eigenvalue1'</span><span data-if="c" style="display:none">"eigenvalue1"</span><span data-if="cpp" style="display:none">"eigenvalue1"</span><span data-if="com" style="display:none">"eigenvalue1"</span><span data-if="dotnet" style="display:none">"eigenvalue1"</span><span data-if="python" style="display:none">"eigenvalue1"</span></i>:</b></dt>
<dd><p>

First eigenvalue
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<dt><b><i><span data-if="hdevelop" style="display:inline">'eigenvalue2'</span><span data-if="c" style="display:none">"eigenvalue2"</span><span data-if="cpp" style="display:none">"eigenvalue2"</span><span data-if="com" style="display:none">"eigenvalue2"</span><span data-if="dotnet" style="display:none">"eigenvalue2"</span><span data-if="python" style="display:none">"eigenvalue2"</span></i>:</b></dt>
<dd><p>

Second eigenvalue
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</p></dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'eigenvec_dir'</span><span data-if="c" style="display:none">"eigenvec_dir"</span><span data-if="cpp" style="display:none">"eigenvec_dir"</span><span data-if="com" style="display:none">"eigenvec_dir"</span><span data-if="dotnet" style="display:none">"eigenvec_dir"</span><span data-if="python" style="display:none">"eigenvec_dir"</span></i>:</b></dt>
<dd>
<p>

Direction of the eigenvector corresponding to the first eigenvalue
in radians
</p>
</dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'kitchen_rosenfeld'</span><span data-if="c" style="display:none">"kitchen_rosenfeld"</span><span data-if="cpp" style="display:none">"kitchen_rosenfeld"</span><span data-if="com" style="display:none">"kitchen_rosenfeld"</span><span data-if="dotnet" style="display:none">"kitchen_rosenfeld"</span><span data-if="python" style="display:none">"kitchen_rosenfeld"</span></i>:</b></dt>
<dd><p>

Second derivative perpendicular to the gradient
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</p></dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'zuniga_haralick'</span><span data-if="c" style="display:none">"zuniga_haralick"</span><span data-if="cpp" style="display:none">"zuniga_haralick"</span><span data-if="com" style="display:none">"zuniga_haralick"</span><span data-if="dotnet" style="display:none">"zuniga_haralick"</span><span data-if="python" style="display:none">"zuniga_haralick"</span></i>:</b></dt>
<dd><p>

Normalized second derivative perpendicular to the gradient
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</p></dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'2nd_ddg'</span><span data-if="c" style="display:none">"2nd_ddg"</span><span data-if="cpp" style="display:none">"2nd_ddg"</span><span data-if="com" style="display:none">"2nd_ddg"</span><span data-if="dotnet" style="display:none">"2nd_ddg"</span><span data-if="python" style="display:none">"2nd_ddg"</span></i>:</b></dt>
<dd><p>

Second derivative along the gradient
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</p></dd>

<dt><b><i><span data-if="hdevelop" style="display:inline">'de_saint_venant'</span><span data-if="c" style="display:none">"de_saint_venant"</span><span data-if="cpp" style="display:none">"de_saint_venant"</span><span data-if="com" style="display:none">"de_saint_venant"</span><span data-if="dotnet" style="display:none">"de_saint_venant"</span><span data-if="python" style="display:none">"de_saint_venant"</span></i>:</b></dt>
<dd><p>

Second derivative along and perpendicular to the gradient
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</p></dd>
</dl>
<h2 id="sec_attention">注意</h2>
<p>Besides the pure C version there are specific implementations of
<code><span data-if="hdevelop" style="display:inline">derivate_gauss</span><span data-if="c" style="display:none">derivate_gauss</span><span data-if="cpp" style="display:none">DerivateGauss</span><span data-if="com" style="display:none">DerivateGauss</span><span data-if="dotnet" style="display:none">DerivateGauss</span><span data-if="python" style="display:none">derivate_gauss</span></code> for speed up.
Such an optimization is applied in case it is supported by the system and
the respective system parameter <code>*_enable</code> is set to
<i><span data-if="hdevelop" style="display:inline">'true'</span><span data-if="c" style="display:none">"true"</span><span data-if="cpp" style="display:none">"true"</span><span data-if="com" style="display:none">"true"</span><span data-if="dotnet" style="display:none">"true"</span><span data-if="python" style="display:none">"true"</span></i>, see <a href="set_system.html"><code><span data-if="hdevelop" style="display:inline">set_system</span><span data-if="c" style="display:none">set_system</span><span data-if="cpp" style="display:none">SetSystem</span><span data-if="com" style="display:none">SetSystem</span><span data-if="dotnet" style="display:none">SetSystem</span><span data-if="python" style="display:none">set_system</span></code></a>.
The following optimizations are supported (listed according to their
priority):
</p>
<ul>
<li>
<p> using <i>AVX512f</i> instructions (<i><span data-if="hdevelop" style="display:inline">'avx512f_enable'</span><span data-if="c" style="display:none">"avx512f_enable"</span><span data-if="cpp" style="display:none">"avx512f_enable"</span><span data-if="com" style="display:none">"avx512f_enable"</span><span data-if="dotnet" style="display:none">"avx512f_enable"</span><span data-if="python" style="display:none">"avx512f_enable"</span></i>)
</p>
</li>
<li>
<p> using <i>AVX</i> instructions (<i><span data-if="hdevelop" style="display:inline">'avx_enable'</span><span data-if="c" style="display:none">"avx_enable"</span><span data-if="cpp" style="display:none">"avx_enable"</span><span data-if="com" style="display:none">"avx_enable"</span><span data-if="dotnet" style="display:none">"avx_enable"</span><span data-if="python" style="display:none">"avx_enable"</span></i>)
</p>
</li>
<li>
<p> using <i>SSE2</i> instructions (<i><span data-if="hdevelop" style="display:inline">'sse2_enable'</span><span data-if="c" style="display:none">"sse2_enable"</span><span data-if="cpp" style="display:none">"sse2_enable"</span><span data-if="com" style="display:none">"sse2_enable"</span><span data-if="dotnet" style="display:none">"sse2_enable"</span><span data-if="python" style="display:none">"sse2_enable"</span></i>)
</p>
</li>
</ul>
<p>
These implementations are slightly inaccurate compared to the pure C
version due to numerical issues.
For example, using SSE2 instructions the inaccuracy is in order of magnitude
of 1.0e-5 for 'byte' images and <a href="#Component"><i><code><span data-if="hdevelop" style="display:inline">Component</span><span data-if="c" style="display:none">Component</span><span data-if="cpp" style="display:none">Component</span><span data-if="com" style="display:none">Component</span><span data-if="dotnet" style="display:none">component</span><span data-if="python" style="display:none">component</span></code></i></a> set to <i><span data-if="hdevelop" style="display:inline">'none'</span><span data-if="c" style="display:none">"none"</span><span data-if="cpp" style="display:none">"none"</span><span data-if="com" style="display:none">"none"</span><span data-if="dotnet" style="display:none">"none"</span><span data-if="python" style="display:none">"none"</span></i>,
<i><span data-if="hdevelop" style="display:inline">'x'</span><span data-if="c" style="display:none">"x"</span><span data-if="cpp" style="display:none">"x"</span><span data-if="com" style="display:none">"x"</span><span data-if="dotnet" style="display:none">"x"</span><span data-if="python" style="display:none">"x"</span></i>, or <i><span data-if="hdevelop" style="display:inline">'y'</span><span data-if="c" style="display:none">"y"</span><span data-if="cpp" style="display:none">"y"</span><span data-if="com" style="display:none">"y"</span><span data-if="dotnet" style="display:none">"y"</span><span data-if="python" style="display:none">"y"</span></i>.</p>
<p>
In case accuracy is preferred over performance, set all corresponding system
parameter to <i><span data-if="hdevelop" style="display:inline">'false'</span><span data-if="c" style="display:none">"false"</span><span data-if="cpp" style="display:none">"false"</span><span data-if="com" style="display:none">"false"</span><span data-if="dotnet" style="display:none">"false"</span><span data-if="python" style="display:none">"false"</span></i> (using <a href="set_system.html"><code><span data-if="hdevelop" style="display:inline">set_system</span><span data-if="c" style="display:none">set_system</span><span data-if="cpp" style="display:none">SetSystem</span><span data-if="com" style="display:none">SetSystem</span><span data-if="dotnet" style="display:none">SetSystem</span><span data-if="python" style="display:none">set_system</span></code></a>) before calling
<code><span data-if="hdevelop" style="display:inline">derivate_gauss</span><span data-if="c" style="display:none">derivate_gauss</span><span data-if="cpp" style="display:none">DerivateGauss</span><span data-if="com" style="display:none">DerivateGauss</span><span data-if="dotnet" style="display:none">DerivateGauss</span><span data-if="python" style="display:none">derivate_gauss</span></code>.
This way <code><span data-if="hdevelop" style="display:inline">derivate_gauss</span><span data-if="c" style="display:none">derivate_gauss</span><span data-if="cpp" style="display:none">DerivateGauss</span><span data-if="com" style="display:none">DerivateGauss</span><span data-if="dotnet" style="display:none">DerivateGauss</span><span data-if="python" style="display:none">derivate_gauss</span></code> does not use the accelerations.
Do not forget to set the parameter back to <i><span data-if="hdevelop" style="display:inline">'true'</span><span data-if="c" style="display:none">"true"</span><span data-if="cpp" style="display:none">"true"</span><span data-if="com" style="display:none">"true"</span><span data-if="dotnet" style="display:none">"true"</span><span data-if="python" style="display:none">"true"</span></i> afterwards.
</p>
<p><code><span data-if="hdevelop" style="display:inline">derivate_gauss</span><span data-if="c" style="display:none">derivate_gauss</span><span data-if="cpp" style="display:none">DerivateGauss</span><span data-if="com" style="display:none">DerivateGauss</span><span data-if="dotnet" style="display:none">DerivateGauss</span><span data-if="python" style="display:none">derivate_gauss</span></code> is only executed on an OpenCL
device if <a href="#Sigma"><i><code><span data-if="hdevelop" style="display:inline">Sigma</span><span data-if="c" style="display:none">Sigma</span><span data-if="cpp" style="display:none">Sigma</span><span data-if="com" style="display:none">Sigma</span><span data-if="dotnet" style="display:none">sigma</span><span data-if="python" style="display:none">sigma</span></code></i></a> induces a filter width respectively height of
up to 129 pixels. This corresponds to a <a href="#Sigma"><i><code><span data-if="hdevelop" style="display:inline">Sigma</span><span data-if="c" style="display:none">Sigma</span><span data-if="cpp" style="display:none">Sigma</span><span data-if="com" style="display:none">Sigma</span><span data-if="dotnet" style="display:none">sigma</span><span data-if="python" style="display:none">sigma</span></code></i></a> of less than 20.7
for <a href="#Component"><i><code><span data-if="hdevelop" style="display:inline">Component</span><span data-if="c" style="display:none">Component</span><span data-if="cpp" style="display:none">Component</span><span data-if="com" style="display:none">Component</span><span data-if="dotnet" style="display:none">component</span><span data-if="python" style="display:none">component</span></code></i></a> = <i><span data-if="hdevelop" style="display:inline">'none'</span><span data-if="c" style="display:none">"none"</span><span data-if="cpp" style="display:none">"none"</span><span data-if="com" style="display:none">"none"</span><span data-if="dotnet" style="display:none">"none"</span><span data-if="python" style="display:none">"none"</span></i>.
The OpenCL implementation is slightly inaccurate compared to the pure C
version due to numerical issues.
</p>
<p>Note that filter operators may return unexpected results if
an image with a reduced domain is used as input. Please refer to the
chapter <a href="toc_filters.html">过滤器</a>.</p>
<h2 id="sec_execution">运行信息</h2>
<ul>
    
      <li>支持OpenCL计算设备。</li>
    
  <li>多线程类型:可重入(与非独占操作符并行运行)。</li>
<li>多线程作用域:全局(可以从任何线程调用)。</li>
  
    <li>在元组级别自动并行化。</li>
    <li>在图像通道级别自动并行化。</li>
    <li>Automatically parallelized on  domain level.</li>
  
</ul>
<h2 id="sec_parameters">参数表</h2>
  <div class="par">
<div class="parhead">
<span id="Image" class="parname"><b><code><span data-if="hdevelop" style="display:inline">Image</span><span data-if="c" style="display:none">Image</span><span data-if="cpp" style="display:none">Image</span><span data-if="com" style="display:none">Image</span><span data-if="dotnet" style="display:none">image</span><span data-if="python" style="display:none">image</span></code></b> (input_object)  </span><span>(multichannel-)image(-array) <code>→</code> <span data-if="hdevelop" style="display:inline">object</span><span data-if="dotnet" style="display:none"><a href="HImage.html">HImage</a></span><span data-if="python" style="display:none">HObject</span><span data-if="cpp" style="display:none"><a href="HImage.html">HImage</a></span><span data-if="c" style="display:none">Hobject</span> (byte* / direction* / cyclic* / int1* / int2* / uint2* / int4* / real*)<i> *allowed for compute devices</i></span>
</div>
<p class="pardesc">Input images.</p>
</div>
  <div class="par">
<div class="parhead">
<span id="DerivGauss" class="parname"><b><code><span data-if="hdevelop" style="display:inline">DerivGauss</span><span data-if="c" style="display:none">DerivGauss</span><span data-if="cpp" style="display:none">DerivGauss</span><span data-if="com" style="display:none">DerivGauss</span><span data-if="dotnet" style="display:none">derivGauss</span><span data-if="python" style="display:none">deriv_gauss</span></code></b> (output_object)  </span><span>(multichannel-)image(-array) <code>→</code> <span data-if="hdevelop" style="display:inline">object</span><span data-if="dotnet" style="display:none"><a href="HImage.html">HImage</a></span><span data-if="python" style="display:none">HObject</span><span data-if="cpp" style="display:none"><a href="HImage.html">HImage</a></span><span data-if="c" style="display:none">Hobject *</span> (real)</span>
</div>
<p class="pardesc">Filtered result images.</p>
</div>
  <div class="par">
<div class="parhead">
<span id="Sigma" class="parname"><b><code><span data-if="hdevelop" style="display:inline">Sigma</span><span data-if="c" style="display:none">Sigma</span><span data-if="cpp" style="display:none">Sigma</span><span data-if="com" style="display:none">Sigma</span><span data-if="dotnet" style="display:none">sigma</span><span data-if="python" style="display:none">sigma</span></code></b> (input_control)  </span><span>real(-array) <code>→</code> <span data-if="dotnet" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="python" style="display:none">MaybeSequence[float]</span><span data-if="cpp" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="c" style="display:none">Htuple</span><span data-if="hdevelop" style="display:inline"> (real)</span><span data-if="dotnet" style="display:none"> (<i>double</i>)</span><span data-if="cpp" style="display:none"> (<i>double</i>)</span><span data-if="c" style="display:none"> (<i>double</i>)</span></span>
</div>
<p class="pardesc">Sigma of the Gaussian.</p>
<p class="pardesc"><span class="parcat">Default:
      </span>1.0</p>
<p class="pardesc"><span class="parcat">Suggested values:
      </span>0.7, 1.0, 1.5, 2.0, 3.0, 4.0, 5.0</p>
<p class="pardesc"><span class="parcat">Value range:
      </span><code>0.01
          ≤
        
    <span data-if="hdevelop" style="display:inline">Sigma</span>
    <span data-if="c" style="display:none">Sigma</span>
    <span data-if="cpp" style="display:none">Sigma</span>
    <span data-if="com" style="display:none">Sigma</span>
    <span data-if="dotnet" style="display:none">sigma</span>
    <span data-if="python" style="display:none">sigma</span>
    
          ≤
          50.0</code></p>
<p class="pardesc"><span class="parcat">Minimum increment:
      </span>0.01</p>
<p class="pardesc"><span class="parcat">Recommended increment:
      </span>0.1</p>
</div>
  <div class="par">
<div class="parhead">
<span id="Component" class="parname"><b><code><span data-if="hdevelop" style="display:inline">Component</span><span data-if="c" style="display:none">Component</span><span data-if="cpp" style="display:none">Component</span><span data-if="com" style="display:none">Component</span><span data-if="dotnet" style="display:none">component</span><span data-if="python" style="display:none">component</span></code></b> (input_control)  </span><span>string <code>→</code> <span data-if="dotnet" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="python" style="display:none">str</span><span data-if="cpp" style="display:none"><a href="HTuple.html">HTuple</a></span><span data-if="c" style="display:none">Htuple</span><span data-if="hdevelop" style="display:inline"> (string)</span><span data-if="dotnet" style="display:none"> (<i>string</i>)</span><span data-if="cpp" style="display:none"> (<i>HString</i>)</span><span data-if="c" style="display:none"> (<i>char*</i>)</span></span>
</div>
<p class="pardesc">Derivative or feature to be calculated.</p>
<p class="pardesc"><span class="parcat">Default:
      </span>
    <span data-if="hdevelop" style="display:inline">'x'</span>
    <span data-if="c" style="display:none">"x"</span>
    <span data-if="cpp" style="display:none">"x"</span>
    <span data-if="com" style="display:none">"x"</span>
    <span data-if="dotnet" style="display:none">"x"</span>
    <span data-if="python" style="display:none">"x"</span>
</p>
<p class="pardesc"><span class="parcat">List of values:
      </span><span data-if="hdevelop" style="display:inline">'2nd_ddg'</span><span data-if="c" style="display:none">"2nd_ddg"</span><span data-if="cpp" style="display:none">"2nd_ddg"</span><span data-if="com" style="display:none">"2nd_ddg"</span><span data-if="dotnet" style="display:none">"2nd_ddg"</span><span data-if="python" style="display:none">"2nd_ddg"</span>, <span data-if="hdevelop" style="display:inline">'area'</span><span data-if="c" style="display:none">"area"</span><span data-if="cpp" style="display:none">"area"</span><span data-if="com" style="display:none">"area"</span><span data-if="dotnet" style="display:none">"area"</span><span data-if="python" style="display:none">"area"</span>, <span data-if="hdevelop" style="display:inline">'de_saint_venant'</span><span data-if="c" style="display:none">"de_saint_venant"</span><span data-if="cpp" style="display:none">"de_saint_venant"</span><span data-if="com" style="display:none">"de_saint_venant"</span><span data-if="dotnet" style="display:none">"de_saint_venant"</span><span data-if="python" style="display:none">"de_saint_venant"</span>, <span data-if="hdevelop" style="display:inline">'det'</span><span data-if="c" style="display:none">"det"</span><span data-if="cpp" style="display:none">"det"</span><span data-if="com" style="display:none">"det"</span><span data-if="dotnet" style="display:none">"det"</span><span data-if="python" style="display:none">"det"</span>, <span data-if="hdevelop" style="display:inline">'eigenvalue1'</span><span data-if="c" style="display:none">"eigenvalue1"</span><span data-if="cpp" style="display:none">"eigenvalue1"</span><span data-if="com" style="display:none">"eigenvalue1"</span><span data-if="dotnet" style="display:none">"eigenvalue1"</span><span data-if="python" style="display:none">"eigenvalue1"</span>, <span data-if="hdevelop" style="display:inline">'eigenvalue2'</span><span data-if="c" style="display:none">"eigenvalue2"</span><span data-if="cpp" style="display:none">"eigenvalue2"</span><span data-if="com" style="display:none">"eigenvalue2"</span><span data-if="dotnet" style="display:none">"eigenvalue2"</span><span data-if="python" style="display:none">"eigenvalue2"</span>, <span data-if="hdevelop" style="display:inline">'eigenvec_dir'</span><span data-if="c" style="display:none">"eigenvec_dir"</span><span data-if="cpp" style="display:none">"eigenvec_dir"</span><span data-if="com" style="display:none">"eigenvec_dir"</span><span data-if="dotnet" style="display:none">"eigenvec_dir"</span><span data-if="python" style="display:none">"eigenvec_dir"</span>, <span data-if="hdevelop" style="display:inline">'gauss_curvature'</span><span data-if="c" style="display:none">"gauss_curvature"</span><span data-if="cpp" style="display:none">"gauss_curvature"</span><span data-if="com" style="display:none">"gauss_curvature"</span><span data-if="dotnet" style="display:none">"gauss_curvature"</span><span data-if="python" style="display:none">"gauss_curvature"</span>, <span data-if="hdevelop" style="display:inline">'gradient'</span><span data-if="c" style="display:none">"gradient"</span><span data-if="cpp" style="display:none">"gradient"</span><span data-if="com" style="display:none">"gradient"</span><span data-if="dotnet" style="display:none">"gradient"</span><span data-if="python" style="display:none">"gradient"</span>, <span data-if="hdevelop" style="display:inline">'gradient_dir'</span><span data-if="c" style="display:none">"gradient_dir"</span><span data-if="cpp" style="display:none">"gradient_dir"</span><span data-if="com" style="display:none">"gradient_dir"</span><span data-if="dotnet" style="display:none">"gradient_dir"</span><span data-if="python" style="display:none">"gradient_dir"</span>, <span data-if="hdevelop" style="display:inline">'kitchen_rosenfeld'</span><span data-if="c" style="display:none">"kitchen_rosenfeld"</span><span data-if="cpp" style="display:none">"kitchen_rosenfeld"</span><span data-if="com" style="display:none">"kitchen_rosenfeld"</span><span data-if="dotnet" style="display:none">"kitchen_rosenfeld"</span><span data-if="python" style="display:none">"kitchen_rosenfeld"</span>, <span data-if="hdevelop" style="display:inline">'laplace'</span><span data-if="c" style="display:none">"laplace"</span><span data-if="cpp" style="display:none">"laplace"</span><span data-if="com" style="display:none">"laplace"</span><span data-if="dotnet" style="display:none">"laplace"</span><span data-if="python" style="display:none">"laplace"</span>, <span data-if="hdevelop" style="display:inline">'main1_curvature'</span><span data-if="c" style="display:none">"main1_curvature"</span><span data-if="cpp" style="display:none">"main1_curvature"</span><span data-if="com" style="display:none">"main1_curvature"</span><span data-if="dotnet" style="display:none">"main1_curvature"</span><span data-if="python" style="display:none">"main1_curvature"</span>, <span data-if="hdevelop" style="display:inline">'main2_curvature'</span><span data-if="c" style="display:none">"main2_curvature"</span><span data-if="cpp" style="display:none">"main2_curvature"</span><span data-if="com" style="display:none">"main2_curvature"</span><span data-if="dotnet" style="display:none">"main2_curvature"</span><span data-if="python" style="display:none">"main2_curvature"</span>, <span data-if="hdevelop" style="display:inline">'mean_curvature'</span><span data-if="c" style="display:none">"mean_curvature"</span><span data-if="cpp" style="display:none">"mean_curvature"</span><span data-if="com" style="display:none">"mean_curvature"</span><span data-if="dotnet" style="display:none">"mean_curvature"</span><span data-if="python" style="display:none">"mean_curvature"</span>, <span data-if="hdevelop" style="display:inline">'none'</span><span data-if="c" style="display:none">"none"</span><span data-if="cpp" style="display:none">"none"</span><span data-if="com" style="display:none">"none"</span><span data-if="dotnet" style="display:none">"none"</span><span data-if="python" style="display:none">"none"</span>, <span data-if="hdevelop" style="display:inline">'x'</span><span data-if="c" style="display:none">"x"</span><span data-if="cpp" style="display:none">"x"</span><span data-if="com" style="display:none">"x"</span><span data-if="dotnet" style="display:none">"x"</span><span data-if="python" style="display:none">"x"</span>, <span data-if="hdevelop" style="display:inline">'xx'</span><span data-if="c" style="display:none">"xx"</span><span data-if="cpp" style="display:none">"xx"</span><span data-if="com" style="display:none">"xx"</span><span data-if="dotnet" style="display:none">"xx"</span><span data-if="python" style="display:none">"xx"</span>, <span data-if="hdevelop" style="display:inline">'xxx'</span><span data-if="c" style="display:none">"xxx"</span><span data-if="cpp" style="display:none">"xxx"</span><span data-if="com" style="display:none">"xxx"</span><span data-if="dotnet" style="display:none">"xxx"</span><span data-if="python" style="display:none">"xxx"</span>, <span data-if="hdevelop" style="display:inline">'xxy'</span><span data-if="c" style="display:none">"xxy"</span><span data-if="cpp" style="display:none">"xxy"</span><span data-if="com" style="display:none">"xxy"</span><span data-if="dotnet" style="display:none">"xxy"</span><span data-if="python" style="display:none">"xxy"</span>, <span data-if="hdevelop" style="display:inline">'xy'</span><span data-if="c" style="display:none">"xy"</span><span data-if="cpp" style="display:none">"xy"</span><span data-if="com" style="display:none">"xy"</span><span data-if="dotnet" style="display:none">"xy"</span><span data-if="python" style="display:none">"xy"</span>, <span data-if="hdevelop" style="display:inline">'xyy'</span><span data-if="c" style="display:none">"xyy"</span><span data-if="cpp" style="display:none">"xyy"</span><span data-if="com" style="display:none">"xyy"</span><span data-if="dotnet" style="display:none">"xyy"</span><span data-if="python" style="display:none">"xyy"</span>, <span data-if="hdevelop" style="display:inline">'y'</span><span data-if="c" style="display:none">"y"</span><span data-if="cpp" style="display:none">"y"</span><span data-if="com" style="display:none">"y"</span><span data-if="dotnet" style="display:none">"y"</span><span data-if="python" style="display:none">"y"</span>, <span data-if="hdevelop" style="display:inline">'yy'</span><span data-if="c" style="display:none">"yy"</span><span data-if="cpp" style="display:none">"yy"</span><span data-if="com" style="display:none">"yy"</span><span data-if="dotnet" style="display:none">"yy"</span><span data-if="python" style="display:none">"yy"</span>, <span data-if="hdevelop" style="display:inline">'yyy'</span><span data-if="c" style="display:none">"yyy"</span><span data-if="cpp" style="display:none">"yyy"</span><span data-if="com" style="display:none">"yyy"</span><span data-if="dotnet" style="display:none">"yyy"</span><span data-if="python" style="display:none">"yyy"</span>, <span data-if="hdevelop" style="display:inline">'zuniga_haralick'</span><span data-if="c" style="display:none">"zuniga_haralick"</span><span data-if="cpp" style="display:none">"zuniga_haralick"</span><span data-if="com" style="display:none">"zuniga_haralick"</span><span data-if="dotnet" style="display:none">"zuniga_haralick"</span><span data-if="python" style="display:none">"zuniga_haralick"</span></p>
<p class="pardesc"><span class="parcat">List of values (for compute devices):
      </span><span data-if="hdevelop" style="display:inline">'none'</span><span data-if="c" style="display:none">"none"</span><span data-if="cpp" style="display:none">"none"</span><span data-if="com" style="display:none">"none"</span><span data-if="dotnet" style="display:none">"none"</span><span data-if="python" style="display:none">"none"</span>, <span data-if="hdevelop" style="display:inline">'x'</span><span data-if="c" style="display:none">"x"</span><span data-if="cpp" style="display:none">"x"</span><span data-if="com" style="display:none">"x"</span><span data-if="dotnet" style="display:none">"x"</span><span data-if="python" style="display:none">"x"</span>, <span data-if="hdevelop" style="display:inline">'y'</span><span data-if="c" style="display:none">"y"</span><span data-if="cpp" style="display:none">"y"</span><span data-if="com" style="display:none">"y"</span><span data-if="dotnet" style="display:none">"y"</span><span data-if="python" style="display:none">"y"</span>, <span data-if="hdevelop" style="display:inline">'gradient'</span><span data-if="c" style="display:none">"gradient"</span><span data-if="cpp" style="display:none">"gradient"</span><span data-if="com" style="display:none">"gradient"</span><span data-if="dotnet" style="display:none">"gradient"</span><span data-if="python" style="display:none">"gradient"</span>, <span data-if="hdevelop" style="display:inline">'gradient_dir'</span><span data-if="c" style="display:none">"gradient_dir"</span><span data-if="cpp" style="display:none">"gradient_dir"</span><span data-if="com" style="display:none">"gradient_dir"</span><span data-if="dotnet" style="display:none">"gradient_dir"</span><span data-if="python" style="display:none">"gradient_dir"</span>, <span data-if="hdevelop" style="display:inline">'xx'</span><span data-if="c" style="display:none">"xx"</span><span data-if="cpp" style="display:none">"xx"</span><span data-if="com" style="display:none">"xx"</span><span data-if="dotnet" style="display:none">"xx"</span><span data-if="python" style="display:none">"xx"</span>, <span data-if="hdevelop" style="display:inline">'yy'</span><span data-if="c" style="display:none">"yy"</span><span data-if="cpp" style="display:none">"yy"</span><span data-if="com" style="display:none">"yy"</span><span data-if="dotnet" style="display:none">"yy"</span><span data-if="python" style="display:none">"yy"</span>, <span data-if="hdevelop" style="display:inline">'xy'</span><span data-if="c" style="display:none">"xy"</span><span data-if="cpp" style="display:none">"xy"</span><span data-if="com" style="display:none">"xy"</span><span data-if="dotnet" style="display:none">"xy"</span><span data-if="python" style="display:none">"xy"</span>, <span data-if="hdevelop" style="display:inline">'xxx'</span><span data-if="c" style="display:none">"xxx"</span><span data-if="cpp" style="display:none">"xxx"</span><span data-if="com" style="display:none">"xxx"</span><span data-if="dotnet" style="display:none">"xxx"</span><span data-if="python" style="display:none">"xxx"</span>, <span data-if="hdevelop" style="display:inline">'yyy'</span><span data-if="c" style="display:none">"yyy"</span><span data-if="cpp" style="display:none">"yyy"</span><span data-if="com" style="display:none">"yyy"</span><span data-if="dotnet" style="display:none">"yyy"</span><span data-if="python" style="display:none">"yyy"</span>, <span data-if="hdevelop" style="display:inline">'xxy'</span><span data-if="c" style="display:none">"xxy"</span><span data-if="cpp" style="display:none">"xxy"</span><span data-if="com" style="display:none">"xxy"</span><span data-if="dotnet" style="display:none">"xxy"</span><span data-if="python" style="display:none">"xxy"</span>, <span data-if="hdevelop" style="display:inline">'xyy'</span><span data-if="c" style="display:none">"xyy"</span><span data-if="cpp" style="display:none">"xyy"</span><span data-if="com" style="display:none">"xyy"</span><span data-if="dotnet" style="display:none">"xyy"</span><span data-if="python" style="display:none">"xyy"</span>, <span data-if="hdevelop" style="display:inline">'laplace'</span><span data-if="c" style="display:none">"laplace"</span><span data-if="cpp" style="display:none">"laplace"</span><span data-if="com" style="display:none">"laplace"</span><span data-if="dotnet" style="display:none">"laplace"</span><span data-if="python" style="display:none">"laplace"</span></p>
</div>
<h2 id="sec_example_all">例程 (C)</h2>
<pre class="example">
read_image(&amp;Image,"mreut");
derivate_gauss(Image,&amp;Gauss,3.0,"x");
zero_crossing(Gauss,&amp;ZeroCrossings);
</pre>
<h2 id="sec_successors">可能的后置算子</h2>
<p>
<code><a href="zero_crossing.html"><span data-if="hdevelop" style="display:inline">zero_crossing</span><span data-if="c" style="display:none">zero_crossing</span><span data-if="cpp" style="display:none">ZeroCrossing</span><span data-if="com" style="display:none">ZeroCrossing</span><span data-if="dotnet" style="display:none">ZeroCrossing</span><span data-if="python" style="display:none">zero_crossing</span></a></code>, 
<code><a href="dual_threshold.html"><span data-if="hdevelop" style="display:inline">dual_threshold</span><span data-if="c" style="display:none">dual_threshold</span><span data-if="cpp" style="display:none">DualThreshold</span><span data-if="com" style="display:none">DualThreshold</span><span data-if="dotnet" style="display:none">DualThreshold</span><span data-if="python" style="display:none">dual_threshold</span></a></code>
</p>
<h2 id="sec_alternatives">可替代算子</h2>
<p>
<code><a href="laplace.html"><span data-if="hdevelop" style="display:inline">laplace</span><span data-if="c" style="display:none">laplace</span><span data-if="cpp" style="display:none">Laplace</span><span data-if="com" style="display:none">Laplace</span><span data-if="dotnet" style="display:none">Laplace</span><span data-if="python" style="display:none">laplace</span></a></code>, 
<code><a href="laplace_of_gauss.html"><span data-if="hdevelop" style="display:inline">laplace_of_gauss</span><span data-if="c" style="display:none">laplace_of_gauss</span><span data-if="cpp" style="display:none">LaplaceOfGauss</span><span data-if="com" style="display:none">LaplaceOfGauss</span><span data-if="dotnet" style="display:none">LaplaceOfGauss</span><span data-if="python" style="display:none">laplace_of_gauss</span></a></code>, 
<code><a href="binomial_filter.html"><span data-if="hdevelop" style="display:inline">binomial_filter</span><span data-if="c" style="display:none">binomial_filter</span><span data-if="cpp" style="display:none">BinomialFilter</span><span data-if="com" style="display:none">BinomialFilter</span><span data-if="dotnet" style="display:none">BinomialFilter</span><span data-if="python" style="display:none">binomial_filter</span></a></code>, 
<code><a href="gauss_filter.html"><span data-if="hdevelop" style="display:inline">gauss_filter</span><span data-if="c" style="display:none">gauss_filter</span><span data-if="cpp" style="display:none">GaussFilter</span><span data-if="com" style="display:none">GaussFilter</span><span data-if="dotnet" style="display:none">GaussFilter</span><span data-if="python" style="display:none">gauss_filter</span></a></code>, 
<code><a href="smooth_image.html"><span data-if="hdevelop" style="display:inline">smooth_image</span><span data-if="c" style="display:none">smooth_image</span><span data-if="cpp" style="display:none">SmoothImage</span><span data-if="com" style="display:none">SmoothImage</span><span data-if="dotnet" style="display:none">SmoothImage</span><span data-if="python" style="display:none">smooth_image</span></a></code>, 
<code><a href="isotropic_diffusion.html"><span data-if="hdevelop" style="display:inline">isotropic_diffusion</span><span data-if="c" style="display:none">isotropic_diffusion</span><span data-if="cpp" style="display:none">IsotropicDiffusion</span><span data-if="com" style="display:none">IsotropicDiffusion</span><span data-if="dotnet" style="display:none">IsotropicDiffusion</span><span data-if="python" style="display:none">isotropic_diffusion</span></a></code>
</p>
<h2 id="sec_see">参考其它</h2>
<p>
<code><a href="zero_crossing.html"><span data-if="hdevelop" style="display:inline">zero_crossing</span><span data-if="c" style="display:none">zero_crossing</span><span data-if="cpp" style="display:none">ZeroCrossing</span><span data-if="com" style="display:none">ZeroCrossing</span><span data-if="dotnet" style="display:none">ZeroCrossing</span><span data-if="python" style="display:none">zero_crossing</span></a></code>, 
<code><a href="dual_threshold.html"><span data-if="hdevelop" style="display:inline">dual_threshold</span><span data-if="c" style="display:none">dual_threshold</span><span data-if="cpp" style="display:none">DualThreshold</span><span data-if="com" style="display:none">DualThreshold</span><span data-if="dotnet" style="display:none">DualThreshold</span><span data-if="python" style="display:none">dual_threshold</span></a></code>
</p>
<h2 id="sec_module">模块</h2>
<p>
Foundation</p>
<!--OP_REF_FOOTER_START-->
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